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Nice write up Jamin! I was wondering if there was a source from where I could arrive at the LTV or ACV of various publicly listed SaaS companies. I have been trying for sometime now but Gross Retention data seems hard to find.

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Jamin - thanks for this great content. I'm curious, now that we're in January 2022 after a record calendar year of SaaS IPOs and a new "SaaS Crash", have the rule of thumb metrics for founders to look at for "IPOs ready" changed at all? I can probably figure this out by reading your individual S-1 benchmarking posts but would be interested to hear your perspective! -BB

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Really informative article, thank you Jamin. One question, if you say (as shown on the % subscription revenue graph) that Twilio's % subscription revenue is 100% but they have a high level of PS, how can it be 100%? Maybe I'm reading that wrong. But if subscription means "no people costs to deploy"... that would mean there would never be ANY direct sales engagement or PS?

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it would be great to combine this with data as some of these companies rose from through the ranks. What IPO companies looked like in the 3-5 years leading up to their IPO

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This is an awesome piece! Looking forward to pt 2

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What are your thoughts on Splunk?

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